Qiying Yu
7 papers · 2022–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Learning Types · Deep Learning
(3)
Models
(3)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Reasoning
(1)
Representation
(1)
Keywords
multimodal learning
(3)
visual question answering
(3)
large language model
(2)
instruction tuning
(2)
contrastive learning
(2)
variational inference
(1)
self-supervised learning
(1)
knowledge distillation
(1)
in-context learning
(1)
text generation
(1)
image captioning
(1)
task-oriented dialogue
(1)
knowledge base
(1)
foundation model
(1)
image-text pair
(1)
graph attention network
(1)
data quality
(1)
image-text retrieval
(1)
autoregressive training
(1)
multimodal reasoning
(1)
Papers
CapsFusion: Rethinking Image-Text Data at Scale
CVPR 2024
Emu: Generative Pretraining in Multimodality
ICLR 2024
Generative Multimodal Models are In-Context Learners
CVPR 2024
Multimodal Molecular Pretraining via Modality Blending
ICLR 2024
Multimodal Federated Learning via Contrastive Representation Ensemble
ICLR 2023
Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases
AAAI 2023
Adversarial Contrastive Learning via Asymmetric InfoNCE
ECCV 2022